The management of oral leukoplakia (OL) is challenging because of a high risk for recurrence and malignant transformation (MT), and recurrent OL is associated with a higher risk of MT than nonrecurrent OL. The present meta-analysis aimed to examine the association between OL recurrence and surgical techniques used for their management as well as their clinicopathological factors. Electronic searches were conducted in EMBASE, PubMed, Scopus, and Web of Science to retrieve studies reporting OL recurrence after surgery. The pooled proportion of OL recurrence after surgical excision was estimated. Subgroup analyses were conducted based on the surgical technique, data type, grades of epithelial dysplasia, anatomical subsites, clinical type and size of the lesion, surgical margin, and risk habits. Meta-regression analyses were conducted to identify the association between age, sex, and follow-up duration and OL recurrence. The risk of MT based on the recurrence status was also estimated. A network meta-analysis was performed to determine the surgical modality associated with the least OL recurrence. Eighty studies with a total of 7,614 samples and various surgical modalities (laser-based techniques, conventional scalpel surgery, cryosurgery, and photodynamic therapy) were included in the meta-analysis. A pooled proportion of recurrence of 22% was observed. Laser-based surgeries resulted in fewer OL recurrences than other surgical modalities, and the combination of laser excision and vaporization was identified to be the best treatment approach. OL in the retromolar area and multiple sites, nonhomogeneous OL, advanced age, female sex, inadequate surgical margin, retrospective data, and betel quid chewing habit were significantly associated with higher OL recurrence. Recurrent OL showed a 7.39 times higher risk of MT than nonrecurrent OL. These results suggest that the combination of laser excision and vaporization might reduce OL recurrence. Furthermore, OL in older patients, females, and nonhomogeneous OL need close monitoring after any surgical therapy.